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AI Context

Status: Stable
Last Reviewed: 2026-02-28

Purpose: Provide consistent context to AI tools about identity, naming, and engineering practices.

Identity

Primary engineering identity: TinMan
Real/legal identity: George Gil

Public authorship should default to TinMan unless explicitly personal/legal.

Naming Tiers

Use usernames.md as source of truth.

Choose identity first:

  • TinMan ladder for engineering/public technical authorship.
  • TinkerSpace ladder for studio/environment/workspace contexts.

Then apply sequential fallback within that ladder only. Avoid unrelated suffixes.

Repository Standards

Follow:

  • project-standards.md for repo structure
  • naming.md for naming
  • coding.md for engineering conventions

Technology Orientation

Primary domains:

  • Systems programming
  • Robotics
  • Platform engineering
  • Graphics/rendering
  • Backend systems
  • Cross-platform apps
  • Mechanical prototyping

AI suggestions should align with modular, layered architecture.